{"total":18,"rows":[{"id":"2312.14223","title":"Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation","created":"2023-12-21","cited_by_count":41,"area":null},{"id":"2403.06748","title":"Shortcut Learning in Medical Image Segmentation","created":"2024-03-11","cited_by_count":16,"area":null},{"id":"2406.12142","title":"Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods","created":"2024-06-17","cited_by_count":14,"area":null},{"id":"2309.00350","title":"How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis","created":"2023-09-01","cited_by_count":8,"area":null},{"id":"2309.02244","title":"Augmenting Chest X-ray Datasets with Non-Expert Annotations","created":"2023-09-05","cited_by_count":6,"area":null},{"id":"2402.06353","title":"Copycats: the many lives of a publicly available medical imaging dataset","created":"2024-02-09","cited_by_count":6,"area":null},{"id":"2412.04030","title":"Mask of truth: model sensitivity to unexpected regions of medical images","created":"2024-12-05","cited_by_count":6,"area":null},{"id":"2503.10382","title":"Subgroup Performance Analysis in Hidden Stratifications","created":"2025-03-13","cited_by_count":3,"area":null},{"id":"2407.17543","title":"Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning","created":"2024-07-24","cited_by_count":2,"area":null},{"id":"2308.06434","title":"Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations","created":"2023-08-12","cited_by_count":1,"area":null},{"id":"2507.21291","title":"Fairness and Robustness of CLIP-Based Models for Chest X-rays","created":"2025-07-28","cited_by_count":1,"area":null},{"id":"2512.18888","title":"Localising Shortcut Learning in Pixel Space via Ordinal Scoring Correlations for Attribution Representations (OSCAR)","created":"2025-12-21","cited_by_count":1,"area":null},{"id":"2603.15276","title":"Dataset Diversity Metrics and Impact on Classification Models","created":"2026-03-16","cited_by_count":1,"area":null},{"id":"2609.07922","title":"Prevalence calibration as shortcut mitigation","created":"2026-09-07","cited_by_count":1,"area":null},{"id":"2512.17409","title":"meval: A Statistical Toolbox for Fine-Grained Model Performance Analysis","created":"2025-12-19","cited_by_count":0,"area":null},{"id":"2606.03214","title":"Effect of Demographic Bias on Skin Lesion Classification","created":"2026-06-02","cited_by_count":0,"area":null},{"id":"2607.06889","title":"ReMoDEx: A Local-to-Global Relevance-Based Model Decision Explainability Framework for large-Scale Image Datasets","created":"2026-07-08","cited_by_count":0,"area":null},{"id":"2608.10131","title":"P3CA: Encoder-Agnostic Interpretation of Vision Foundation Model Embeddings via Spatial Probing","created":"2026-08-10","cited_by_count":0,"area":null}],"next_cursor":null}